Type 1 Diabetes: Inefficient production of insulin.
Type 2 Diabetes: Inefficient utilization of insulin.
422 million diagnosed, 1.5 million deaths each year
# 03_augment.qmd
# Calculating "body fat percentage" and "conicity index".
# Add new variables
diabetes_data <- diabetes_data |>
mutate(bin_sex = case_when(
sex == "male" ~ 1,
sex == "female" ~ 0
),
bfp = 1.39*bmi+0.16*age-10.34*bin_sex-9,
waist_m = waist/100,
height_m = height/100,
ci = waist_m/(0.109*sqrt(weight/(height_m))),
dm_status = case_when(
diagnosis == 0 ~ 1,
diagnosis == 1 & medication == 0 ~ 2,
diagnosis == 1 & medication == 1 ~ 3
))Observations: 6795
Variables (augmented): 26
Diagnosed: 914
Medicated: 607